Recurrent Neural Network Grammars

Code

• github.com/clab/rnng
  OfficialIn papernone★ 0
• github.com/Psarpei/Recognition-of-logical-document-structures
  none★ 0
• github.com/dpfried/rnng-bert
  tf★ 0
• github.com/yv/rnng
  none★ 0
• github.com/gofortargets/rnng
  none★ 0
• github.com/tempra28/nmtrnng
  tf★ 0

Abstract

We introduce recurrent neural network grammars, probabilistic models of sentences with explicit phrase structure. We explain efficient inference procedures that allow application to both parsing and language modeling. Experiments show that they provide better parsing in English than any single previously published supervised generative model and better language modeling than state-of-the-art sequential RNNs in English and Chinese.

Tasks

Reproductions